Agentic SLS
Collection
Agentic system for selective laser sintering • 6 items • Updated
source_file stringlengths 25 55 | print_date timestamp[s]date 2026-05-25 00:00:00 2026-07-12 00:00:00 | job_name stringlengths 10 40 | print_profile_id stringlengths 36 36 | objects listlengths 1 7 | metadata dict |
|---|---|---|---|---|---|
Coasters and DragonBurner Cowl 2026_06_06.s4a | 2026-06-06T00:00:00 | Coasters and DragonBurner Cowl | eab6ad99-107d-4684-a49c-5f586e9efcaa | [
{
"object_file_id": "2d0b2d30-ed68-4ead-80a1-080b05ebd5a3",
"name": "BaseHex.STL",
"hash": "3F8E3F48BB02D0289CD5EF6F22D7F567115C46C7",
"instance_count": 8,
"scale": 100
},
{
"object_file_id": "55634074-c25c-4e4c-82b0-c88002baefc7",
"name": "Cowl_NoProbe.stl",
"hash": "EE6114FDA24... | {
"AutomaticJob": {
"Id": "14ba29c0-20a0-4c67-ad2a-959f3a8fffbc",
"Name": "Coasters and DragonBurner Cowl 2026_06_06",
"PrintProfile": {
"Id": "eab6ad99-107d-4684-a49c-5f586e9efcaa"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": ... |
Coasters and Nameplates 2026_06_08.s4a | 2026-06-08T00:00:00 | Coasters and Nameplates | 40abd1a6-8655-4d2c-a743-70c561179c15 | [
{
"object_file_id": "8b6f90c9-e308-41dc-a67e-6ebedeb4234b",
"name": "BaseHex.STL",
"hash": "3F8E3F48BB02D0289CD5EF6F22D7F567115C46C7",
"instance_count": 2,
"scale": 100
},
{
"object_file_id": "f192268a-2c8a-4994-aa43-78687615881a",
"name": "Nameplate Holder.STL",
"hash": "2C8187E... | {
"AutomaticJob": {
"Id": "9234419d-1b1b-455c-8e78-69ec95d313c6",
"Name": "Coasters and Nameplates 2026_06_08",
"PrintProfile": {
"Id": "40abd1a6-8655-4d2c-a743-70c561179c15"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": [
... |
D256 and D638 2026_05_25.s4a | 2026-05-25T00:00:00 | D256 and D638 | 52715389-d580-4be9-9194-ed300bdf911b | [
{
"object_file_id": "19b91ed5-d98b-4dee-929b-955b3d757ffc",
"name": "d256_impact_specimen.STL",
"hash": "AB07BE60702ECFC8F495612DF56280DB63050E72",
"instance_count": 8,
"scale": 100
},
{
"object_file_id": "062520e1-4f25-42b4-a323-e7d37c7be0b7",
"name": "d638_type1.STL",
"hash": "... | {
"AutomaticJob": {
"Id": "ba17a5ba-a5f6-4d60-8832-b6c13a2dfa67",
"Name": "D256 and D638 2026/05/25",
"PrintProfile": {
"Id": "52715389-d580-4be9-9194-ed300bdf911b"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": [
{
... |
D256 and D638 2026_05_30.s4a | 2026-05-30T00:00:00 | D256 and D638 | feafe2b0-9a24-4a4a-8991-8cfd330d53d7 | [
{
"object_file_id": "63406bc6-063d-43a0-b38e-8b7a1a55e9f7",
"name": "d638_type1_engraved.1.2.STL",
"hash": "DF1094145C185460BC10B5CA1BA89B9DBFE00060",
"instance_count": 5,
"scale": 100
},
{
"object_file_id": "692f3c49-b07f-4eff-8c1c-41e489e850fd",
"name": "d256_impact_specimen.STL",
... | {
"AutomaticJob": {
"Id": "287b0ba9-2a59-44de-bd39-c54d75eb823a",
"Name": "D256 and D638 2026_05_30",
"PrintProfile": {
"Id": "feafe2b0-9a24-4a4a-8991-8cfd330d53d7"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": [
{
... |
D638 and Bucky 2026_07_12.s4a | 2026-07-12T00:00:00 | D638 and Bucky | 86cf7346-e10f-40a7-8c66-5a97d84d4b47 | [
{
"object_file_id": "9ae3f6cd-98fe-44c6-9fd7-f440ac6eb4c7",
"name": "d638_type1_engraved.1.2.STL",
"hash": "DF1094145C185460BC10B5CA1BA89B9DBFE00060",
"instance_count": 5,
"scale": 100
},
{
"object_file_id": "ec8003c2-68b9-4534-8b9f-adea1817d13d",
"name": "3DBenchy.stl",
"hash": ... | {
"AutomaticJob": {
"Id": "2174e3e1-ace4-4dcf-b272-c5d513abb53b",
"Name": "D638 and Bucky 2026_07_12",
"PrintProfile": {
"Id": "86cf7346-e10f-40a7-8c66-5a97d84d4b47"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": [
{
... |
D790 and D638 2026_06_07.s4a | 2026-06-07T00:00:00 | D790 and D638 | 40abd1a6-8655-4d2c-a743-70c561179c15 | [
{
"object_file_id": "a258c160-f8d7-4420-a8ae-56955cc05dbb",
"name": "d790_flex_specimen.STL",
"hash": "262AF2F145769D8D5001A2E1FC5104454AEB1590",
"instance_count": 15,
"scale": 100
},
{
"object_file_id": "04af30ed-287a-477c-993c-18d3109fe538",
"name": "d638_type1_engraved.1.2.STL",
... | {
"AutomaticJob": {
"Id": "ce8cc169-e440-44e0-801b-dd9f9e84082d",
"Name": "D790 and D638 2026_06_07",
"PrintProfile": {
"Id": "40abd1a6-8655-4d2c-a743-70c561179c15"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": [
{
... |
D790 and D638 Debug Run 2026_06_29.s4a | 2026-06-29T00:00:00 | D790 and D638 Debug Run | 4dd4f13d-a089-4e1f-9654-64450de0d6fc | [
{
"object_file_id": "c0d16305-80d3-465d-80d0-07e43ee9d212",
"name": "d638_type1_engraved.1.2.STL",
"hash": "DF1094145C185460BC10B5CA1BA89B9DBFE00060",
"instance_count": 5,
"scale": 100
},
{
"object_file_id": "6a40e9cf-ee05-4abc-b9a8-20907580d3da",
"name": "d790_flex_specimen_shorter.... | {
"AutomaticJob": {
"Id": "1931a639-1a7e-4fa4-9c07-39fd695ce03a",
"Name": "D790 and D638 Debug Run 2026_06_29",
"PrintProfile": {
"Id": "4dd4f13d-a089-4e1f-9654-64450de0d6fc"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": true,
"Objects": [
... |
D790 and D638 Recycled Powder 2026_06_13.s4a | 2026-06-13T00:00:00 | D790 and D638 Recycled Powder | 2a3ba702-dd05-4728-9de0-34e5095682d5 | [
{
"object_file_id": "43d9711e-c7b4-491c-b1c6-efd36f68561e",
"name": "d638_type1_engraved.1.2.STL",
"hash": "DF1094145C185460BC10B5CA1BA89B9DBFE00060",
"instance_count": 5,
"scale": 100
},
{
"object_file_id": "6f68dd76-aeb3-418e-8c93-f7652b2a7884",
"name": "d790_flex_specimen_shorter.... | {
"AutomaticJob": {
"Id": "888c99c1-65b8-412b-9112-407b451c5f07",
"Name": "D790 and D638 Recycled Powder 2026_06_13",
"PrintProfile": {
"Id": "2a3ba702-dd05-4728-9de0-34e5095682d5"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": [... |
D790 and D638 Recycled Powder 2026_06_24.s4a | 2026-06-24T00:00:00 | D790 and D638 Recycled Powder | 2a3ba702-dd05-4728-9de0-34e5095682d5 | [
{
"object_file_id": "43d9711e-c7b4-491c-b1c6-efd36f68561e",
"name": "d638_type1_engraved.1.2.STL",
"hash": "DF1094145C185460BC10B5CA1BA89B9DBFE00060",
"instance_count": 5,
"scale": 100
},
{
"object_file_id": "6f68dd76-aeb3-418e-8c93-f7652b2a7884",
"name": "d790_flex_specimen_shorter.... | {
"AutomaticJob": {
"Id": "888c99c1-65b8-412b-9112-407b451c5f07",
"Name": "D790 and D638 Recycled Powder 2026_06_24",
"PrintProfile": {
"Id": "2a3ba702-dd05-4728-9de0-34e5095682d5"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": [... |
D790 and D638 Recycled Powder 2026_06_25.s4a | 2026-06-25T00:00:00 | D790 and D638 Recycled Powder | 60999faa-b7df-4aa0-b087-1780100c3a80 | [
{
"object_file_id": "bd1128fd-fbce-41ad-9f25-ee1396a05887",
"name": "d638_type1_engraved.1.2.STL",
"hash": "DF1094145C185460BC10B5CA1BA89B9DBFE00060",
"instance_count": 5,
"scale": 100
},
{
"object_file_id": "e2f7b325-7104-42d4-911c-f01f7357db42",
"name": "d790_flex_specimen_shorter.... | {
"AutomaticJob": {
"Id": "d9a50472-9973-4d2a-b8f2-9b6fc35c6362",
"Name": "D790 and D638 Recycled Powder 2026_06_25",
"PrintProfile": {
"Id": "60999faa-b7df-4aa0-b087-1780100c3a80"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": [... |
D790 and D638 and Benchy 2026_06_02.s4a | 2026-06-02T00:00:00 | D790 and D638 and Benchy | feafe2b0-9a24-4a4a-8991-8cfd330d53d7 | [
{
"object_file_id": "825d73d1-1974-42a0-860e-d74c7715fa01",
"name": "d638_type1_engraved.1.2.STL",
"hash": "DF1094145C185460BC10B5CA1BA89B9DBFE00060",
"instance_count": 7,
"scale": 100
},
{
"object_file_id": "d328bb16-ad30-43c3-b66d-a640f831b9cc",
"name": "d790_flex_specimen.STL",
... | {
"AutomaticJob": {
"Id": "633cb071-58fa-40ee-81ea-c23ec149dd34",
"Name": "D790 and D638 and Benchy 2026_06_02",
"PrintProfile": {
"Id": "feafe2b0-9a24-4a4a-8991-8cfd330d53d7"
},
"AvailableDepth": 200,
"AggressiveNestingEnabled": false,
"DryPrintEnabled": false,
"Objects": [
... |
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Inova-Mk1-Database
Canonical graph dataset of Inova Mk1 SLS printer entities: jobs, print sessions, print profiles, and objects (STL geometry). Each entity is its own HF config; relationships are encoded as ID references between rows.
Domain-specific datasets (e.g. ppak10/Inova-Mk1-ASTM) reference rows here by ID and may embed frozen snapshots of the referenced state.
Configs
| Config | Description | Script | Output |
|---|---|---|---|
jobs |
One row per .s4a print job, with the embedded .metadata.json. References print_profile_id and a list of objects (each with object_file_id + content hash). 21 rows: every 2026-dated print from 2026-05-25 through 2026-07-12. Two dates (06-27, 06-29) carry two jobs each, so filter by job_name or the objects list, not just print_date. |
scripts/jobs/01_extract.py |
data/jobs.jsonl |
Planned (not yet implemented): sessions, profiles, objects.
Source Layout
source/
Jobs/ # .s4a archives (zip of STLs + .metadata.json)
PrintSessions/ # per-run session JSONs
PrintProfiles/ # material/energy profiles referenced by jobs
Objects/ # STL geometry library (ASTM/ + supporting prints)
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